Where do you live, and what type of internet do you have? ADSL, fibre, cable?
Entirely depends on the above.
In many parts of Australia, we are still using ADSL on the copper network. Rain will cause dropouts if it gets into the underground cables, causing a fault until the cable dries out. Very common as it's an older network.
Let me know what type of internet you have an I can explain further.